Atrial Septal Defect Detection in Children Based on Ultrasound Video Using Multiple Instances Learning

Yiman Liu, Qiming Huang, Xiaoxiang Han, Tongtong Liang, Yan Wang, Menghan Hu, Jinfeng Wang, Angelos Stefanidis, Jionglong Su, Jiangang Chen, Qingli Li, Yuqi Zhang
Jun 6, 2023 Pediatric Echocardiography
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Pediatric Echocardiography Ultrasound video Multiple Instances Learning
Yiman Liu
Yiman Liu
Technologist-in-Charge

Technologist-in-Charge at Shanghai Children’s Medical Center. Research interests include deep learning, computer vision, natural language processing, and artificial intelligence for medical image analysis.

Xiaoxiang Han
Xiaoxiang Han
Graduate Student in Biomedical Engineering

Graduate student at University of Shanghai for Science and Technology. Research interests include medical image/video analysis, weakly/semi/self-supervised learning, computer vision and pattern recognition.

Qingli Li
Qingli Li
Full Professor

Full Professor at East China Normal University. Research interests include multi-dimensional imaging, hyperspectral remote sensing, artificial intelligence and pattern recognition.

Yuqi Zhang
Yuqi Zhang
Chief Physician

Chief Physician at Shanghai Children’s Medical Center. Research interests include pediatric cardiovascular disease, congenital heart disease, prenatal ultrasound diagnosis.